This exploratory study aims to evaluate Milnacipran in individuals with chronic neuropathic low back pain. A sample of 40 individuals with chronic low back pain will be enrolled in a double-blind, randomized, parallel group study comparing twice daily administration of milnacipran with placebo (total 100 mg bid-or equivalent placebo dosing). The study will last 6 weeks with subjects being evaluated at the start of the study, at the end of a one-week drug-free period, and at 1, 2 and 6 weeks of treatment. Additionally, subjects will evaluated after treatment has ended. Both standard endpoint outcome measures as well as validated daily self-report measures of pain and activity/disability will be utilized.